{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [],
   "source": [
    "from lxml import etree\n",
    "import numpy as np\n",
    "import os\n",
    "import csv\n",
    "import re\n",
    "import requests\n",
    "import datetime\n",
    "import time\n",
    "import random\n",
    "from tqdm import tqdm\n",
    "from multiprocessing.dummy import Pool as TreadPool"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 获取source\n",
    "def getHTMLResponse(url):\n",
    "    headers = {\n",
    "        'user-agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/78.0.3904.108 Safari/537.36',\n",
    "        'cookie': '_T_WM=7cd2fe00a46ec406f450f4ad4764df2b; SUB=_2A25yHhL1DeRhGeNL6FUZ8inIyD-IHXVR4L69rDV6PUNbktANLWXBkW1NSRtw-UgxtiIVZEtYWqy18AK3UycSktDK; SUBP=0033WrSXqPxfM725Ws9jqgMF55529P9D9WW9ciTfJHi3v88u56ZUFhyf5JpX5KzhUgL.Fo-fe0MReoMXe0e2dJLoIpzLxKqL1h2LB.2LxKqLBK2L1K2t; SUHB=0sqBYxW86J6g_p; SSOLoginState=1595564709; ALF=1598156709',\n",
    "    }\n",
    "    response =  requests.get(url,headers=headers)\n",
    "    return response"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 获取source\n",
    "def getHTMLTread(url):\n",
    "    headers = {\n",
    "        'user-agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/78.0.3904.108 Safari/537.36',\n",
    "        'cookie': '_T_WM=7cd2fe00a46ec406f450f4ad4764df2b; SUB=_2A25yHhL1DeRhGeNL6FUZ8inIyD-IHXVR4L69rDV6PUNbktANLWXBkW1NSRtw-UgxtiIVZEtYWqy18AK3UycSktDK; SUBP=0033WrSXqPxfM725Ws9jqgMF55529P9D9WW9ciTfJHi3v88u56ZUFhyf5JpX5KzhUgL.Fo-fe0MReoMXe0e2dJLoIpzLxKqL1h2LB.2LxKqLBK2L1K2t; SUHB=0sqBYxW86J6g_p; SSOLoginState=1595564709; ALF=1598156709',\n",
    "    }\n",
    "    response =  requests.get(url,headers=headers)\n",
    "    # 无框架延迟处理\n",
    "    random_time = random.randint(3,6)\n",
    "    time.sleep(random_time)\n",
    "    return response"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 链接初始化\n",
    "def init_url_by_keywords(keywords,date_start,data_end):\n",
    "    # crawl tweets include keywords in a period, you can change the following keywords and date\n",
    "#     keywords = ['武汉疫情']\n",
    "    date_start = datetime.datetime.strptime(date_start, '%Y-%m-%d')\n",
    "    date_end = datetime.datetime.strptime(data_end, '%Y-%m-%d')\n",
    "    time_spread = datetime.timedelta(days=1)\n",
    "    urls = []\n",
    "    page_urls = []\n",
    "    url_format = \"https://weibo.cn/search/mblog?hideSearchFrame=&keyword={}\" \\\n",
    "                 \"&advancedfilter=1&starttime={}&endtime={}&sort=time&page=1\"\n",
    "    # 生成每日urls集合\n",
    "    while date_start < date_end:\n",
    "        for keyword in keywords:\n",
    "            next_time = date_start + time_spread\n",
    "            url = url_format.format(keyword, date_start.strftime(\"%Y%m%d\"), next_time.strftime(\"%Y%m%d\"))\n",
    "            urls.append(url)\n",
    "            date_start = next_time + time_spread\n",
    "    \n",
    "    # 获取url数据集\n",
    "    for url in urls:\n",
    "        # 总页面初始化 \n",
    "        total_pagenum = 1\n",
    "        # 获取 每日source\n",
    "        response = getHTMLResponse(url)\n",
    "        # 获取页面总数\n",
    "        source = etree.HTML(response.content)\n",
    "        is_pages = source.xpath(r'//div[@id=\"pagelist\"]/form/div/text()')\n",
    "        if len(is_pages):\n",
    "            page_text = is_pages[1]\n",
    "            total_pagenum = re.findall(r'/(.*?)页',page_text)\n",
    "            total_pagenum = int(total_pagenum[-1])\n",
    "        print(f\"url:{url} 总页数：{total_pagenum}\")\n",
    "        \n",
    "        # 获取每页数据 url集合  \n",
    "        for page_num in range(1,total_pagenum+1):\n",
    "            page_url = response.url.replace('page=1', 'page={}'.format(page_num))\n",
    "            page_urls.append(page_url)\n",
    "    \n",
    "    return page_urls "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 获取 标签值\n",
    "def printWeibo(html_content,csv_file):\n",
    "    tree_node = etree.HTML(html_content)\n",
    "    tweet_nodes = tree_node.xpath('//div[@class=\"c\" and @id]')\n",
    "    for tweet_node in tweet_nodes:\n",
    "        try:\n",
    "            # id\n",
    "            user_id = tweet_node.xpath('.//a[@class=\"nk\"]/text()')[-1]\n",
    "#             print(user_id)\n",
    "            \n",
    "            # 内容\n",
    "            infos = tweet_node.xpath('.//span[@class=\"ctt\"]/text()')\n",
    "            content = \"\"\n",
    "            for i in infos:\n",
    "                content = content + i.strip(' ')\n",
    "#             print(content)\n",
    "            \n",
    "            # 点赞\n",
    "            like_num_text = tweet_node.xpath('.//a[contains(text(),\"赞[\")]/text()')[-1]\n",
    "            like_match = re.search(r'\\d+',like_num_text)\n",
    "            like_num = like_match.group(0)\n",
    "#             print(like_num)\n",
    "            \n",
    "            # 转发\n",
    "            repost_num_text = tweet_node.xpath('.//a[contains(text(),\"转发[\")]/text()')[-1]\n",
    "            repost_match = re.search(r'\\d+',repost_num_text)\n",
    "            repost_num = repost_match.group(0)\n",
    "#             print(repost_num)\n",
    "            \n",
    "            # 评论\n",
    "            comment_num_text = tweet_node.xpath('.//a[contains(text(),\"评论[\") and not(contains(text(),\"原文\"))]/text()')[-1]\n",
    "            comment_match = re.findall(r'\\d+',comment_num_text)\n",
    "            comment_num = comment_match[-1]\n",
    "#             print(comment_num)\n",
    "            \n",
    "            # 时间 和 发布工具\n",
    "            time_tool_info = tweet_node.xpath('.//span[@class=\"ct\"]/text()')[-1]\n",
    "            match = re.split(r'(\\xa0)',time_tool_info)\n",
    "            # 既然match一定存在，那就捕获异常，改造异常来判定\n",
    "            if match:\n",
    "                try:\n",
    "                    time_info,tool_info = match[0],match[2]\n",
    "#                     print(time_info)\n",
    "#                     print(tool_info)\n",
    "                except:\n",
    "                    time_info = match[0]\n",
    "                    tool_info = np.nan\n",
    "#                     print(time_info)\n",
    "            \n",
    "            csv_file.writerow([user_id,content,like_num,repost_num,comment_num,time_info,tool_info])\n",
    "        \n",
    "        except Exception as reason:\n",
    "            print(reason.args)\n",
    "            "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [],
   "source": [
    "def run_weibo(keywords,FILE_PATH,date_start,data_end):\n",
    "    # 文件头部\n",
    "    HEADERS = [\"user_id\",\"content\",\"like_num\",\"repost_num\",\"comment_num\",\"time_info\",\"tool_info\"]\n",
    "    # 文件路径\n",
    "    # \".\" + os.sep + \n",
    "#     FILE_PATH = \"WB_WH_Epidemic_situation.csv\"\n",
    "    # 设置线程池\n",
    "    pool = TreadPool(3)\n",
    "    # sources集合\n",
    "    contents = []\n",
    "    # 计时\n",
    "    begin_time = time.time()\n",
    "    # 获得 urls 集合\n",
    "    page_urls = init_url_by_keywords(keyword,date_start,data_end)\n",
    "\n",
    "    # 创建csv文件\n",
    "    with open(file=FILE_PATH,mode=\"w\",newline=\"\",encoding=\"utf-8\") as file:\n",
    "        # 创建csv写入对象\n",
    "        csv_file = csv.writer(file)\n",
    "        # 写入头部信息\n",
    "        csv_file.writerow(HEADERS)\n",
    "        # 写入数据\n",
    "        # 分布式爬取source数据\n",
    "        for url,source in zip(page_urls,pool.map(getHTMLTread,page_urls)):\n",
    "            print(url)\n",
    "            contents.append(source.content)\n",
    "        pool.close()\n",
    "        pool.join()\n",
    "        \n",
    "        print(\"开始写入:\")\n",
    "        for content in contents:\n",
    "            printWeibo(content,csv_file)\n",
    "\n",
    "    print(\"finish get！耗时：{}\",format(time.time()-begin_time))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "url:https://weibo.cn/search/mblog?hideSearchFrame=&keyword=疫情&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=1 总页数：96\n",
      "url:https://weibo.cn/search/mblog?hideSearchFrame=&keyword=疫情&advancedfilter=1&starttime=20200102&endtime=20200103&sort=time&page=1 总页数：1\n",
      "url:https://weibo.cn/search/mblog?hideSearchFrame=&keyword=疫情&advancedfilter=1&starttime=20200104&endtime=20200105&sort=time&page=1 总页数：65\n",
      "url:https://weibo.cn/search/mblog?hideSearchFrame=&keyword=疫情&advancedfilter=1&starttime=20200106&endtime=20200107&sort=time&page=1 总页数：21\n",
      "url:https://weibo.cn/search/mblog?hideSearchFrame=&keyword=疫情&advancedfilter=1&starttime=20200108&endtime=20200109&sort=time&page=1 总页数：97\n",
      "url:https://weibo.cn/search/mblog?hideSearchFrame=&keyword=疫情&advancedfilter=1&starttime=20200110&endtime=20200111&sort=time&page=1 总页数：95\n",
      "url:https://weibo.cn/search/mblog?hideSearchFrame=&keyword=疫情&advancedfilter=1&starttime=20200112&endtime=20200113&sort=time&page=1 总页数：28\n",
      "url:https://weibo.cn/search/mblog?hideSearchFrame=&keyword=疫情&advancedfilter=1&starttime=20200114&endtime=20200115&sort=time&page=1 总页数：75\n",
      "url:https://weibo.cn/search/mblog?hideSearchFrame=&keyword=疫情&advancedfilter=1&starttime=20200116&endtime=20200117&sort=time&page=1 总页数：45\n",
      "url:https://weibo.cn/search/mblog?hideSearchFrame=&keyword=疫情&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=1 总页数：100\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=1\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=2\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=3\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=4\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=5\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=6\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=7\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=8\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=9\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=10\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=11\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=12\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=13\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=14\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=15\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=16\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=17\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=18\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=19\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=20\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=21\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=22\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=23\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=24\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=25\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=26\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=27\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=28\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=29\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=30\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=31\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=32\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=33\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=34\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=35\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=36\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=37\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=38\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=39\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=40\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=41\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=42\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=43\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=44\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=45\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=46\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=47\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=48\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=49\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=50\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=51\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=52\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=53\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=54\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=55\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20191231&endtime=20200101&sort=time&page=56\n",
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      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=32\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=33\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=34\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=35\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=36\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=37\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=38\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=39\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=40\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=41\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=42\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=43\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=44\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=45\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=46\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=47\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=48\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=49\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=50\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=51\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=52\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=53\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=54\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=55\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=56\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=57\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=58\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=59\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=60\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=61\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=62\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=63\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=64\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=65\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=66\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=67\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=68\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=69\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=70\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=71\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=72\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=73\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=74\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=75\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=76\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=77\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=78\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=79\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=80\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=81\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=82\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=83\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=84\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=85\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=86\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=87\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=88\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=89\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=90\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=91\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=92\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=93\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=94\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=95\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=96\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=97\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=98\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=99\n",
      "https://weibo.cn/search/mblog?hideSearchFrame=&keyword=%E7%96%AB%E6%83%85&advancedfilter=1&starttime=20200118&endtime=20200119&sort=time&page=100\n",
      "开始写入:\n",
      "finish get！耗时：{} 1225.8770956993103\n"
     ]
    }
   ],
   "source": [
    "keyword = ['疫情']\n",
    "FILE_PATH = './ES.csv'\n",
    "date_start = '2019-12-31'\n",
    "data_end = '2020-01-20'\n",
    "run_weibo(keyword,FILE_PATH,date_start,data_end)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
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    "name": "ipython",
    "version": 3
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   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.0"
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 },
 "nbformat": 4,
 "nbformat_minor": 4
}
